Bayesian ideas and data analysis : an introduction for scientists and statisticians /
Bayesian ideas and data analysis : an introduction for scientists and statisticians /
Ronald Christensen ... [et al.]
- Boca Raton, FL : CRC Press, 2011
- xvii, 498 p. : ill. ; 26 cm.
- Chapman & Hall/CRC texts in statistical science series .
- Chapman & Hall/CRC texts in statistical science .
Includes bibliographical references and index
Prologue -- Fundamental ideas I -- Integration versus simulation -- Fundamental ideas II -- Comparing populations -- Simulations -- Basic concepts of regression -- Binominal regression -- Linear regression -- Correlated data -- Count data -- Time to event data -- Time to event regression -- Binary diagnostic tests -- Nonparametric models -- Appendix A: Matrices and vectors -- Appendix B: Probability -- Appendix C: Getting started in R
9781439803547 (hardcover : alk. paper)
Bayesian statistical decision theory
Includes bibliographical references and index
Prologue -- Fundamental ideas I -- Integration versus simulation -- Fundamental ideas II -- Comparing populations -- Simulations -- Basic concepts of regression -- Binominal regression -- Linear regression -- Correlated data -- Count data -- Time to event data -- Time to event regression -- Binary diagnostic tests -- Nonparametric models -- Appendix A: Matrices and vectors -- Appendix B: Probability -- Appendix C: Getting started in R
9781439803547 (hardcover : alk. paper)
Bayesian statistical decision theory